Publications citing MIMIC-III Clinical Database Demo v1.4

Improving the Accuracy of Progress Indication for Constructing Deep Learning Models
Qifei Dong, Xiaoyi Zhang, Gang Luo. IEEE Access, 2022. Cites: paper

InDISP: An Interpretable Model for Dynamic Illness Severity Prediction
Xinyu Ma, Meng Wang, Xing Liu et al. Lecture notes in computer science, 2022. Cites: paper

Influence of the Driving Pressure on Mortality in ARDS Patients with or without Abdominal Obesity: A Retrospective Cohort Study
Shanshan Li, Bin Chen, Chaoyang Tong. Contrast Media & Molecular Imaging, 2022. Cites: paper

Intensive care unit capacity and mortality in older adults: a three nations retrospective observational cohort study
Ran Abuhasira, Matthew Anstey, Victor Novack et al. Annals of Intensive Care, 2022. Cites: paper

Introduction of medical genomics and clinical informatics integration for p-Health care
Li Tong, Hang Wu, May Dongmei Wang et al. Progress in molecular biology and translational science, 2022. Cites: paper

Knowledge and Data-Driven Framework for Designing a Computerized Physician Order Entry System
Sidra Ejaz, Shoab Ahmed Khan, Farhan Hussain. IEEE Access, 2022. Cites: paper

Knowledge-Based Systems in Medicine
Peter Szolovits B, Emily Alsentzer. Cognitive informatics in biomedicine and healthcare, 2022. Cites: paper

Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding
Zhichao Yang, Shufan Wang, Bhanu Pratap Singh Rawat et al. Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP), 2022. Cites: paper

Lab: An R Package for Generating Analysis-Ready Data from Laboratory Records
Yi‐Ju Tseng, Chun Ju Chen, Chia Wei Chang. PeerJ Computer Science, 2022. Cites: paper

Language Transfer for Identifying Diagnostic Paragraphs in Clinical Notes
Luca Di Liello, Olga Uryupina, Alessandro Moschitti. Accademia University Press eBooks, 2022. Cites: paper

Large language models are few-shot clinical information extractors
Monica Agrawal, Stefan Hegselmann, Hunter Lang et al. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022. Cites: paper

Learning Generative RNN-ODE for Collaborative Time-Series and Event Sequence Forecasting
Longyuan Li, Junchi Yan, Yunhao Zhang et al. IEEE Transactions on Knowledge and Data Engineering, 2022. Cites: paper

Learning to Adapt Dynamic Clinical Event Sequences with Residual Mixture of Experts
Jeong Min Lee, Miloš Hauskrecht. Lecture notes in computer science, 2022. Cites: paper

Learning to Ask Like a Physician
Eric Lehman, Vladislav Lialin, Katelyn Edelwina Y. Legaspi et al. Clinical Natural Language Processing Workshop (ClinicalNLP), 2022. Cites: paper

Learning to Revise References for Faithful Summarization
Griffin Adams, Han-Chin Shing, Qing Sun et al. Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP), 2022. Cites: paper

Leveraging Task Transferability to Meta-learning for Clinical Section Classification with Limited Data
Zhuohao Chen, Jangwon Kim, Ram Bhakta et al. Proceedings of the conference - Association for Computational Linguistics. Meeting, 2022. Cites: paper

Literature-Augmented Clinical Outcome Prediction
Aakanksha Naik, Sravanthi Parasa, Sergey Feldman et al. Findings of the Association for Computational Linguistics: NAACL, 2022. Cites: paper

LORENA: Low memORy symmEtric-Key geNerAtion Method for Based on Group Cryptography Protocol Applied to the Internet of Healthcare Things
Kristtopher K. Coelho, Michele Nogueira, Mateus Coutinho Marim et al. IEEE Access, 2022. Cites: paper

Machine Learning Models to Analyze the Effect of Drugs on Neonatal-ICU Length of Stay
Farzana Islam Adiba, Mohammad Zahidur Rahman. Communications in computer and information science, 2022. Cites: dataset, paper

Machine Learning Systems
Devika Subramanian, Trevor Cohen. Cognitive informatics in biomedicine and healthcare, 2022. Cites: paper

Machine Teaching-Based Efficient Labelling for Cross-unit Healthcare Data Modelling
Yang Wang, Xueping Peng, Allison Clarke et al. Lecture notes in computer science, 2022. Cites: paper

Making the Most of Text Semantics to Improve Biomedical Vision–Language Processing
Benedikt Boecking, Naoto Usuyama, Shruthi Bannur et al. Lecture notes in computer science, 2022. Cites: paper

MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score
Sunjae Kwon, Zonghai Yao, Harmon S. Jordan et al. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022. Cites: paper

Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks
Arijit Sehanobish, Kawshik Kannan, Nabila Abraham et al. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022. Cites: paper

MetBERT: a generalizable and pre-trained deep learning model for the prediction of metastatic cancer from clinical notes.
Ke Liu, Omkar Kulkarni, Martin Witteveen‐Lane et al. PubMed Central, 2022. Cites: paper

MGEDR: A Molecular Graph Encoder for Drug Recommendation
Kai Shi, Shao‐Wu Zhang, Haifeng Liu et al. Lecture notes in computer science, 2022. Cites: paper

MIMICause: Representation and automatic extraction of causal relation types from clinical notes
Vivek Khetan, Md Imbesat Hassan Rizvi, Jessica E. Huber et al. Findings of the Association for Computational Linguistics: ACL (Findings of ACL), 2022. Cites: paper

Model Distillation for Faithful Explanations of Medical Code Predictions
Zach Wood-Doughty, Isabel Alyssa Cachola, Mark H. Dredze. Workshop on Biomedical Language Processing (BioNLP), 2022. Cites: paper

Mortality Risk Evaluation: A Proposal for Intensive Care Units Patients Exploring Machine Learning Methods
Alexandre Renato Rodrigues de Souza, Fabrício Neitzke Ferreira, Rodrigo Blanke Lambrecht et al. Lecture notes in computer science, 2022. Cites: paper

Multiple imputation using the average code from autoencoders
Edwar Macias, Javier Serrano, José López Vicario et al. Computer Methods and Programs in Biomedicine Update, 2022. Cites: paper

Multi-task Learning Dataset for the Development of Remote Patient Monitoring System
Firas Khlil, Sami Naouali, Awatef Raddadi et al. Lecture notes in computer science, 2022. Cites: paper

Natural Language Processing
Hua Xu, Kirk E Roberts. Cognitive informatics in biomedicine and healthcare, 2022. Cites: paper

Neutrophil Albumin Ratio is Associated with All-Cause Mortality in Stroke Patients: A Retrospective Database Study
Zhibo Chen, Dewei Xie, Yun Li et al. International Journal of General Medicine, 2022. Cites: paper

Parallel Assisted Learning
Xinran Wang, Jiawei Zhang, Mingyi Hong et al. IEEE Transactions on Signal Processing, 2022. Cites: paper

Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection
Bhanu Pratap Singh Rawat, Hong Qing Yu. International Workshop on Health Text Mining and Information Analysis (LOUHI), 2022. Cites: paper

Personalization in Federated Learning
Mayank Agarwal, Mikhail Yurochkin, Yuekai Sun. Springer eBooks, 2022. Cites: paper

PLM-ICD: Automatic ICD Coding with Pretrained Language Models
Chao-Wei Huang, Shang-Chi Tsai, Yun-Nung Chen. Clinical Natural Language Processing Workshop (ClinicalNLP), 2022. Cites: paper

PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction
Ying Zhang, Baohang Zhou, Kehui Song et al. Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP), 2022. Cites: paper

Population Pharmacokinetics and Dosing Optimization of Gentamicin in Critically Ill Patients Undergoing Continuous Renal Replacement Therapy
Sha He, Zeneng Cheng, Feifan Xie. Drug Design Development and Therapy, 2022. Cites: paper

Pre-assessment of Machine Learning Approaches for Patient Length of Stay Prediction
Farhanahani Mahmud, Ahmad Zahran Md Khudzari, Cheong Ping Pau et al. Springer proceedings in physics, 2022. Cites: paper

Precision Clinical Medicine Through Machine Learning: Using High and Low Quantile Ranges of Vital Signs for Risk Stratification of ICU Patients
Khalid Alghatani, Nariman Ammar, Abdelmounaam Rezgui et al. IEEE Access, 2022. Cites: paper

Predicting COVID-19 Patient Shielding: A Comprehensive Study
Vithya Yogarajan, Jacob Montiel, Tony C. Smith et al. Lecture notes in computer science, 2022. Cites: paper

Predicting Outcomes for Cancer Patients with Transformer-Based Multi-task Learning
Leah Gerrard, Xueping Peng, Allison Clarke et al. Lecture notes in computer science, 2022. Cites: paper

Predicting the Mortality of ICU Patients by Topic Model with Machine-Learning Techniques
Chih‐Chou Chiu, Chung-Min Wu, Te-Nien Chien et al. Healthcare, 2022. Cites: paper

Predictive Value of Red Blood Cell Distribution Width for 1-Year All-Cause Mortality in Critically Ill Patients with Acute Myocardial Infarction
Min Chen, Lin Liao, Jie Yan et al. International Journal of General Medicine, 2022. Cites: paper

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis (LOUHI)
2022. Cites: paper

Proceedings of the 4th Clinical Natural Language Processing Workshop
2022. Cites: paper

ProcessBERT: A Pre-trained Language Model for Judging Equivalence of Variable Definitions in Process Models*
Shota Kato, Kazuki Kanegami, Manabu Kano. IFAC-PapersOnLine, 2022. Cites: paper

Processing of Clinical Notes for Efficient Diagnosis with Dual LSTM
A. S. Chandru, Seetharam K. International Journal of Advanced Computer Science and Applications, 2022. Cites: paper

PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning
Zifeng Wang, Jimeng Sun. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022. Cites: paper

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